Towards Collective Superintelligence: Amplifying Group IQ using Conversational Swarms
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Abstract (arXiv)
Swarm Intelligence (SI) is a natural phenomenon that enables biological groups to amplify their combined intellect by forming real-time systems. Artificial Swarm Intelligence (or Swarm AI) is a technology that enables networked human groups to amplify their combined intelligence by forming similar systems. In the past, swarm-based methods were constrained to narrowly defined tasks like probabilistic forecasting and multiple-choice decision making. A new technology called Conversational Swarm Intelligence (CSI) was developed in 2023 that amplifies the decision-making accuracy of networked human groups through natural conversational deliberations. The current study evaluated the ability of real-time groups using a CSI platform to take a common IQ test known as Raven's Advanced Progressive Matrices (RAPM). First, a baseline group of participants took the Raven's IQ test by traditional survey. This group averaged 45.6% correct. Then, groups of approximately 35 individuals answered IQ test questions together using a CSI platform called Thinkscape. These groups averaged 80.5% correct. This places the CSI groups in the 97th percentile of IQ test-takers and corresponds to an effective IQ increase of 28 points (p<0.001). This is an encouraging result and suggests that CSI is a powerful method for enabling conversational collective intelligence in large, networked groups. In addition, because CSI is scalable across groups of potentially any size, this technology may provide a viable pathway to building a Collective Superintelligence.
Key facts. Cited by 4 papers in the map (data through 14 Oct 2026). Builds on 4 of its 17 references that are in the map. First posted on arXiv 25 Jan 2024.
Builds on
4 of 17 references.
References · 4
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Citing papers per year: 2024: 2; 2025: 2.
4 papers.
- 2024FISHNET: Financial Intelligence from Sub-querying, Harmonizing, Neural-Conditioning, Expert Swarms, and Task Planningcited by 5
- 2024Large-scale Group Brainstorming using Conversational Swarm Intelligence (CSI) versus Traditional Chatcited by 2
- 2025Integration of TinyML and LargeML: A Survey of 6G and Beyondcited by 0
- 2025Conversational Collective Intelligence (CCI) using Hyperchat AI in a Real-world Forecasting Taskcited by 0
- 2025Conversational Collective Intelligence (CCI) using Hyperchat AI in a Real-world Forecasting Task27 Sep 2025
- 2025Integration of TinyML and LargeML: A Survey of 6G and Beyond20 May 2025
- 2024Large-scale Group Brainstorming using Conversational Swarm Intelligence (CSI) versus Traditional Chat16 Dec 2024
- 2024FISHNET: Financial Intelligence from Sub-querying, Harmonizing, Neural-Conditioning, Expert Swarms, and Task Planning25 Oct 2024